Research
Benchmarks for “coco”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Whole-body Pose Estimation | COCO-OOD-Corruption Wholebody (val) | 3 | Mar 16, 2026 | ||
| Whole-body Human Pose Estimation | COCO-OOD-Ukiyoe Wholebody (val) | 3 | Mar 16, 2026 | ||
| Backdoor Sample Detection | BadVision COCO Caption | 3 | Mar 13, 2026 | ||
| Message Extraction | COCO prompts JPEG50 (test) | 3 | Mar 11, 2026 | ||
| Message Extraction | COCO prompts JPEG70 (test) | 3 | Mar 11, 2026 | ||
| Message Extraction | COCO prompts JPEG90 (test) | 3 | Mar 11, 2026 | ||
| Message Extraction | COCO prompts PNG (test) | 3 | Mar 11, 2026 | ||
| Message Extraction | COCO prompts TIFF16 (test) | 3 | Mar 11, 2026 | ||
| Message Extraction | COCO prompts TIFF32 (test) | 3 | Mar 11, 2026 | ||
| AIGC Detection | CoCoGLIDE | 3 | Mar 11, 2026 | ||
| Localized Detection | CoCoGLIDE | 3 | Mar 11, 2026 | ||
| Error Detection | CocoChorales-E | 3 | Mar 5, 2026 | ||
| Text-to-Image Generation | MSCOCO | 3 | Mar 4, 2026 | ||
| Image Generation | COCO-10k | 3 | Mar 4, 2026 | ||
| Open-vocabulary Object Detection | COCO OVD (48 base 17 novel) | 3 | Feb 27, 2026 | ||
| Semantic Consistency | COCO-I2VSafetyBench | 3 | Feb 26, 2026 | ||
| Instruction Grounding | RefCOCO | 3 | Feb 26, 2026 | ||
| Bridged Clustering | COCO reversed input/output mapping (transductive) | 3 | Feb 26, 2026 | ||
| Bridged Clustering | COCO standard (transductive) | 3 | Feb 26, 2026 | ||
| Cluster Mapping | COCO inductive rev. | 3 | Feb 26, 2026 | ||
| Cluster Mapping | COCO (inductive) | 3 | Feb 26, 2026 | ||
| T2I Align | COCO (val) | 3 | Feb 26, 2026 | ||
| Clustering | MSCOCO 2 modal | 3 | Feb 26, 2026 | ||
| Cross-modal Retrieval | MSCOCO 2 modal | 3 | Feb 26, 2026 | ||
| Modality Gap Analysis | MSCOCO | 3 | Feb 26, 2026 |